The issue of limited energy resources is crucial for underwater wireless sensor networks (UWSNs) because these networks operate in remote and harsh environments where access to power sources is limited. Overcoming the energy constraints is necessary to ensure the long-term functionality and sustainability of UWSN, enabling continuous data collection and communication for various applications such as environmental monitoring and surveillance. To solve the problems of limited energy and the difficulty of battery replacement in UWSN, a path planning and energy-saving scheme for charging underwater sensor nodes using AUVs (autonomous underwater vehicles) is proposed. Applying multiple AUVs to charge the sensing network nodes will maximize the size of the underwater sensing network as well as meet the transmission reliability, and the optimal path of AUVs is solved by using a genetic algorithm. Simulation results show that the AUV path planning scheme convergence is faster than that of conventional algorithms, and the lifetime of UWSN is prolonged while energy balancing according to the network size and node density. In high-density networks, the average energy consumption generated by AUVs for exploration is reduced by 15 percent for each additional AUV with our path planning.
机构:
King Abdul Aziz City Sci & Technol, Natl Ctr Sensors & Def Technol, Riyadh, Saudi ArabiaJahangirnagar Univ, Inst Informat Technol, Dhaka, Bangladesh
Aseeri, Mohammed
Ahmed, Muhammad R.
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机构:
Mil Technol Coll, Radio & Radar, Commun, Muscat, OmanJahangirnagar Univ, Inst Informat Technol, Dhaka, Bangladesh
机构:
Hainan Univ, Haikou 570228, Peoples R China
Univ Ottawa, Ottawa, ON K1N 6N5, CanadaHainan Univ, Haikou 570228, Peoples R China
Zhu, Rongxin
Boukerche, Azzedine
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机构:
Univ Ottawa, Ottawa, ON K1N 6N5, CanadaHainan Univ, Haikou 570228, Peoples R China
Boukerche, Azzedine
Feng, Libin
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机构:
Hainan Univ, Haikou 570228, Peoples R China
Innovat Platform Academicians Hainan Prov, Haikou 570228, Peoples R ChinaHainan Univ, Haikou 570228, Peoples R China
Feng, Libin
Yang, Qiuling
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h-index: 0
机构:
Hainan Univ, Haikou 570228, Peoples R China
Innovat Platform Academicians Hainan Prov, Haikou 570228, Peoples R ChinaHainan Univ, Haikou 570228, Peoples R China
机构:
King Abdul Aziz City Sci & Technol, Natl Ctr Sensors & Def Technol, Riyadh, Saudi ArabiaJahangirnagar Univ, Inst Informat Technol, Dhaka, Bangladesh
Aseeri, Mohammed
Ahmed, Muhammad R.
论文数: 0引用数: 0
h-index: 0
机构:
Mil Technol Coll, Radio & Radar, Commun, Muscat, OmanJahangirnagar Univ, Inst Informat Technol, Dhaka, Bangladesh
机构:
Hainan Univ, Haikou 570228, Peoples R China
Univ Ottawa, Ottawa, ON K1N 6N5, CanadaHainan Univ, Haikou 570228, Peoples R China
Zhu, Rongxin
Boukerche, Azzedine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Ottawa, ON K1N 6N5, CanadaHainan Univ, Haikou 570228, Peoples R China
Boukerche, Azzedine
Feng, Libin
论文数: 0引用数: 0
h-index: 0
机构:
Hainan Univ, Haikou 570228, Peoples R China
Innovat Platform Academicians Hainan Prov, Haikou 570228, Peoples R ChinaHainan Univ, Haikou 570228, Peoples R China
Feng, Libin
Yang, Qiuling
论文数: 0引用数: 0
h-index: 0
机构:
Hainan Univ, Haikou 570228, Peoples R China
Innovat Platform Academicians Hainan Prov, Haikou 570228, Peoples R ChinaHainan Univ, Haikou 570228, Peoples R China